Research
Award
11. 2022-07-07, 국립기상과학원 2022년도 상반기 최우수학술상
10. 2021-12-20, 국립기상과학원 2021년도 하반기 최우수학술상/우수학술상
09. 2021-12-17, 행정안전부 2021년 데이터기반행정 활성화 유공 장관표창
08. 2020-12-08, 국립기상과학원 2020년도 하반기 최우수학술상
07. 2020-10-28, 한국기상학회 2020년 젊은대기과학자상
06. 2020-07-13, 국립기상과학원 2020년도 상반기 우수학술상
05. 2020-01-02, 국립기상과학원 2019년도 업무유공 표창
04. 2020-01-02, 국립기상과학원 2019년도 하반기 우수학술상
03. 2015-10-12, 한국기상학회 2015년 최우수학위논문상
02. 2015-08-28, 서울대학교 자연과학대학 2015년도 1학기 최우수 박사학위 논문상
01. 2014-07-16, GEWEX & WCRP 7th International Scientific Conference on the Global Water and Energy Cycle (Netherlands) 우수 발표상
Paper
38. Ko, J.-S., Kim, S. H., Jo, J., Jang, S., Song, H.-J., & Lim, K. S (2024). Neural network emulator for the bulk-type cloud microphysics scheme: Application of the melting processes. Expert Systems With Applications (submitted)
37. Roh, S, Kim, P. S. & Song, H.-J. (2024). Streamlining hyperparameter optimization for radiation emulator training with automated Sherpa. Geoscience Letters, 11, 19. https://doi.org/10.1186/s40562-024-00336-8
36. Song, H.-J., & Roh, S. (2023). Impact of horizontal resolution on the robustness of radiation emulators in a numerical weather prediction model. Remote Sensing, 15, 2637. https://doi.org/10.3390/rs15102637
35. Song, H.-J. (2023). Long-term variations of cloud top patterns associated with heavy rainfall over the Korean peninsula. Journal of Hydrology: Regional Studies, 46, 101337. https://doi.org/10.1016/j.ejrh.2023.101337
34. Song, H.-J., Roh, S., Lee, J., Nam, G., Yun, E., Yoon, J., & Kim, P. S. (2022). Benefits of stochastic weight averaging in developing neural network radiation scheme for numerical weather prediction. Journal of Advances in Modeling Earth Systems, 14, e2021MS002921. https://doi.org/10.1029/2021MS002921
33. Song, H.-J., & Lim, K. S. (2022). Evaluation of bulk microphysics parameterizations for simulating the vertical structure of heavy rainfall between Korea and the United States. Weather and Climate Extremes, 37, 100490. https://doi.org/10.1016/j.wace.2022.100490
32. Song, H.-J., & Kim, P. S. (2022). Effects of cloud microphysics on the universal performance of neural network radiation scheme. Geophysical Research Letters, 49, e2022GL098601. https://doi.org/10.1029/2022GL098601
31. Kim, P. S., & Song, H.-J. (2022). Usefulness of automatic hyperparameter optimization in developing radiation emulator in a numerical weather prediction model. Atmosphere, 13, 721. https://doi.org/10.3390/atmos13050721
30. Song, H.-J., Roh, S., & Park, H. (2021). Compound parameterization to improve the accuracy of radiation emulator in a numerical weather prediction model. Geophysical Research Letters, 48, e2021GL095043. https://doi.org/10.1029/2021GL095043
29. Song, H.-J., & Roh, S. (2021). Improved weather forecasting using neural network emulation for radiation parameterization. Journal of Advances in Modeling Earth Systems, 13, 2021MS002609. https://doi.org/10.1029/2021MS002609
28. Ningombam, S. S., Song, H.-J., Mugil, S. K., Dumka, U. C., Jarson, E. J. L., Kumar, B., Prabhu, T. P., & Sagar, R. (2021), Evaluation of fractional clear sky over potential astronomical sites. Monthly Notices of the Royal Astronomical Society, 507, 3745-3760. https://doi.org/10.1093/mnras/stab1971
27. Ryu, J.-H., Song, H.-J., Sohn, B. J., & Liu, C. (2021). Global distribution of three types of drop size distribution representing heavy rainfall from GPM/DPR measurements. Geophysical Research Letters, 48, e2020GL090871. https://doi.org/10.1029/2020GL090871
26. Lee, H.-R, Song, H.-J., & Sohn, B. J. (2021), Possible mechanisms of long-term trend of June rainfall over the Korean peninsula. Asia-Pacific Journal of Atmospheric Sciences, 57, 51-62. https://doi.org/10.1007/s13143-019-00170-5
25. Roh, S., & Song, H.-J. (2020). Evaluation of neural network emulations for radiation parameterization in cloud resolving model. Geophysical Research Letters, 47, e2020GL089444. https://doi.org/10.1029/2020GL089444
24. Song, H.-J., Kim, S., Roh, S., & Lee, H. (2020). Difference between cloud top height and storm height for heavy rainfall using TRMM measurements. Journal of the Meteorological Society of Japan, 98, 901-904. https://doi.org/10.2151/jmsj.2020-044
23. Dumka, U. C., Nimgombam, S. S., Kaskaoutis, D. G., Madhavan, B. L., Song, H.-J., Angchuk, D., & Jorphail, S. (2020). Long-term (2008-2018) aerosol properties and radiative effect at high-altitude sites over western trans-Himalayas. Science of the Total Environment, 734, 139354. https://doi.org/10.1016/j.scitotenv.2020.139354
22. Song, H.-J., Kim, S., Lee, H., & Kim, K.-H. (2020). Climatology of tropospheric relative humidity over the Korean peninsula from radiosonde and ECMWF reanalysis. Atmosphere, 11, 704. https://doi.org/10.3390/atmos11070704
21. Sohn, B. J., Ryu, G.-H., & Song, H.-J. (2020). Observational characteristics of warm-type heavy rainfall, In: Levizzani V., Kidd C., Kirschbaum D., Kummerow C., Nakamura K., Turk F. (eds) Satellite Precipitation Measurement. Advances in Global Change Research, vol 69. Springer, Cham, https://doi.org/10.1007/978-3-030-35798-6_15
20. Song, H.-J., & Sohn, B. J. (2020). Polarizing rain types linked to June drought in the Korean peninsula over last 20 years. International Journal of Climatology, 40, 2173-2182. https://doi.org/10.1002/joc.6325
19. Ningombam, S. S., Dumka, U. C., Srivastava, A. K., & Song, H.-J. (2020). Optical and physical properties of aerosols during active fire events occurring in the Indo-Gangetic Plains: Implications for aerosol radiative forcing. Atmospheric Environment, 223, 117225. https://doi.org/10.1016/j.atmosenv.2019.117225
18. Ningombam, S. S., Vemareddy, P., & Song, H.-J. (2020). Effect of lower stratospheric temperature on total ozone column (TOC) during the ozone depletion and recovery phases. Atmospheric Research, 232, 104686. https://doi.org/10.1016/j.atmosres.2019.104686
17. Kim, S., Song, H.-J., & Lee, H. (2019). Mesoscale features and forecasting guidance of heavy rain types over the Korean peninsula. Atmosphere-Korea, 29, 463-480. https://doi.org/10.14191/Atmos.2019.29.4.463 (in Korean with English abstract)
16. Song, H.-J., Lim, B., & Joo, S. (2019). Evaluation of rainfall forecast with heavy rain types in the high-resolution Unified Model over South Korea. Weather and Forecasting, 34, 1277-1293. https://doi.org/10.1175/WAF-D-18-0140.1
15. Ningombam, S. S., Vemareddy, P., & Song, H.-J. (2018). The recent sings of total column ozone recovery over mid-latitudes: The effects of the Montreal Protocol mandate. Journal of Atmospheric and Solar-Terrestrial Physics, 178, 32–46. https://doi.org/10.1016/j.jastp.2018.05.011
14. Song, H.-J., & Sohn, B. J. (2018). An evaluation of WRF microphysics schemes for simulating heavy rain structures over the Korea peninsula. Asia-Pacific Journal of Atmospheric Sciences, 54, 225-236. https://doi.org/10.1007/s13143-018-0006-2
13. Yim, B. Y., Yeh, S.-W., Song, H.-J. , Dommenget, D., & Sohn, B. J. (2017). Land-sea thermal contrast determines the trend of Walker circulation simulated in atmospheric general circulation models. Geophysical Research Letters, 44, 5854–5862. https://doi.org/10.1002/2017GL073778
12. Song, H.-J., Sohn, B. J., Hong, S.-Y., & Hashino, T. (2017). Idealized numerical experiments on the microphysical evolution of warm-type heavy rainfall. Journal of Geophysical Research: Atmospheres, 122, 1685–1699. https://doi.org/10.1002/2016JD025637
11. Shi, H., Lee, S.-S., Chun, H.-W., Song, H.-J., Noh, Y.-C., & Sohn, B. J. (2016). Optical properties of aerosols related to haze events over Seoul inferred from skyradiometer and satellite-borne measurements. Atmosphere-Korea, 26, 289–299. https://doi.org/10.14191/Atmos.2016.26.2.289 (in Korean with English abstract)
10. Sohn, B. J., Lee, S., Chung, E.-S., & Song, H.-J. (2016). The role of the dry static stability for the recent change in the Pacific Walker circulation. Journal of Climate, 29, 2795–2779. https://doi.org/10.1175/JCLI-D-15-0374.1
09. Ningombam, S. S., Jade, S., Shrungeshwara, T. S., & Song, H.-J. (2016). Validation of water vapor retrieval from Moderate Resolution Imaging Spectro-radiometer (MODIS) in near infrared channels using GPS data over IAO-Hanle, in the trans-Himalayan region. Journal of Atmospheric and Solar-Terrestrial Physics, 137, 76–85. https://doi.org/10.1016/j.jastp.2015.11.019
08. Ningombam, S. S., Bagare, S. P., Khatri, P., Sohn, B. J., & Song, H.-J. (2015). Estimation of aerosol radiative forcing over an aged-background aerosol feature during advection and non-advection events using a ground-based data obtained from a Prede Skyradiometer observation. Atmospheric Research, 164–165, 76–83. https://doi.org/10.1016/j.atmosres.2015.05.001
07. Song, H.-J., & Sohn, B. J. (2015). Two heavy rainfall types over the Korean peninsula in the humid East Asian summer environment: A satellite observation study. Monthly Weather Review, 143, 363–382. https://doi.org/10.1175/MWR-D-14-00184.1
06. Ningombam, S. S., Bagare, S. P., Srivastava, A. K., Sohn, B. J., Song, H.-J., & Larson, E. (2014). Aerosol radiative forcing over a high-altitude station Merak, in the trans-Himalayan region during advection of anthropogenic events from the Indo-Gangetic Plain. Atmospheric Environment, 98, 253–259. https://doi.org/10.1016/j.atmosenv.2014.08.061
05. Song, H.-J., Sohn, B. J., Chun, H.-W., Chun, Y., & Lee, S.-S. (2014). Improved cloud screening method for the analysis of sky radiometer measurements and application to Asian dust detection. Journal of the Meteorological Society of Japan, 92A, 167–183. https://doi.org/10.2151/jmsj.2014-A11
04. Sohn, B. J., Ryu, G.-H., Song, H.-J., & Ou, M.-L. (2013). Characteristic features of warm-type rain producing heavy rainfall over the Korean peninsula inferred from TRMM measurements. Monthly Weather Review, 141, 3873–3888. https://doi.org/10.1175/MWR-D-13-00075.1
03. Sohn, B. J., Yeh, S.-W., Schmetz, J., & Song, H.-J. (2013). Observational evidences of Walker circulation changes over the last 30 years contrasting with GCM results. Climate Dynamics, 40, 1721–1732. https://doi.org/1007/s00382-012-1484-z
02. Sohn, B. J., Chun, H.-W., Song, H.-J., Noh, Y.-C., Lee, S.-M., Lee, S.-S., & Chun, Y.-S. (2013). Physical explanation of the weakened brightness temperature difference signal over the Yellow Sea during a dust event: case study for March 15-16, 2009. Asia-Pacific Journal of Atmospheric Sciences, 49(1), 41–48. https://doi.org/10.1007/s13143-013-0005-2
01. Jang, H.-S., Song, H.-J., Chun, H.-W., Sohn, B. J., & Takamura, T. (2011). Validation of MODIS-derived aerosol optical thickness using SKYNET measurements over East Asia. Journal of Korean Earth Science Society, 32(1), 21–32. https://doi.org/10.5467/JKESS.2011.32.1.21 (in Korean with English abstract)
Patent
02. 송환진, 노순영 (2022). 복사 물리 모수화 에뮬레이터의 불확실성을 보정하는 복사 물리 모수화 시스템 및 그의 동작 방법. 국립기상과학원, 제10-2388292호
01. 노순영, 송환진 (2021). 초단기 예보 모델의 복사 물리 모수화를 에뮬레이션 하는 시스템 및 방법. 국립기상과학원, 제10-2218179호
Presentation (since Sep. 2022)
09. 2024-06-11, 수치예보모델의 복사물리과정 에뮬레이터 개발, 서울대학교 환경대학원
08. 2024-04-25, 한반도 온난형 호우 특성 및 시사점, 대구지방기상청
07. 2024-02-28, 과학기계학습을 이용한 극단 기상변화 예측 및 재난위험 맵핑 기술 - 빅데이터 관점, 한계도전 R&D 프로젝트 기술제안토론회
06. 2024-01-19, 수치예보모델의 복사물리과정 에뮬레이터 개발, 명지대학교 환경에너지공학과
05. 2023-05-25, 수치예보모델의 복사물리과정 에뮬레이터 개발, 서울대학교 지구환경과학부
04. 2022-12-13, Characteristics of warm-type heavy rainfall over Korea and their implications, 경북대학교 자연과학대학
03. 2022-10-20, Recent advances in radiative transfer emulator in WRF model, KMA-NOAA AI workshop (한국기상학회)
02. 2022-09-29, 수치예보모델의 복사물리과정 에뮬레이터 개발, 제주대학교 자연과학대학
01. 2022-09-22, 한반도 온난형 호우의 특성 및 이에 대한 시사점, 공주대학교 대기과학과